COCO: a platform for comparing continuous optimizers in a black-box setting
Hansen, Nikolaus, Auger, Anne, Ros, Raymond, Mersmann, Olaf, Tušar, Tea, Brockhoff, Dimo
Published in Optimization Methods and Software (02.01.2021)
Published in Optimization Methods and Software (02.01.2021)
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Journal Article
Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites
Brockhoff, Dimo, Auger, Anne, Hansen, Nikolaus, Tušar, Tea
Published in Evolutionary Computation (01.06.2022)
Published in Evolutionary Computation (01.06.2022)
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Journal Article
Many-Criteria Optimization and Decision Analysis : State-of-the-Art, Present Challenges, and Future Perspectives
Afsar, Bekir, Allmendinger, Richard, Basto-Fernandes, Vitor, Binois, Mickaël, van der Blom, Koen, Brockhoff, Dimo, Chugh, Tinkle, Deb, Kalyanmoy, Deist, Timo M, Deutz, Andre H, Duro, João A, Emmerich, Michael, Fieldsend, Jonathan E, Fleming, Peter, Fonseca, Carlos M, Gaspar-Cunha, Antonio, Gold, David, Guerreiro, Andreia P, Habbal, Abderrahmane, Hakanen, Jussi, Irawan, Dani, Jin, Yaochu, Klamroth, Kathrin, Knowles, Joshua, Marchi, Mariapia, Miettinen, Kaisa, Naujoks, Boris, Nojima, Yusuke, Oara, Daniel C, Oyama, Akira, Picheny, Victor, Purshouse, Robin, Rahat, Alma, Reed, Patrick M, Rojas Gonzalez, Sebastian, Salvador, Diana, Sato, Hiroyuki, Tušar, Tea, Volz, Vanessa, Wang, Hao, Wang, Yali, Yang, Kaifeng, Yevseyeva, Iryna
Year of Publication 01.01.2023
Year of Publication 01.01.2023
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Book
eBook
Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization
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Book Chapter
Conference Proceeding
Anytime Performance Assessment in Blackbox Optimization Benchmarking
Hansen, Nikolaus, Auger, Anne, Brockhoff, Dimo, Tusar, Tea
Published in IEEE transactions on evolutionary computation (01.12.2022)
Published in IEEE transactions on evolutionary computation (01.12.2022)
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Journal Article
Hypervolume-based multiobjective optimization: Theoretical foundations and practical implications
Auger, Anne, Bader, Johannes, Brockhoff, Dimo, Zitzler, Eckart
Published in Theoretical computer science (30.03.2012)
Published in Theoretical computer science (30.03.2012)
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Journal Article
Benchmarking Numerical Multiobjective Optimizers Revisited
Brockhoff, Dimo, Tran, Thanh-Do, Hansen, Nikolaus
Published in Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation (11.07.2015)
Published in Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation (11.07.2015)
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Conference Proceeding
Journal Article
A Bug in the Multiobjective Optimizer IBEA: Salutary Lessons for Code Release and a Performance Re-Assessment
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Book Chapter
Conference Proceeding
Comparison of the MATSuMoTo library for expensive optimization on the noiseless black-box optimization benchmarking testbed
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Conference Proceeding
Journal Article
Benchmarking large-scale continuous optimizers: The bbob-largescale testbed, a COCO software guide and beyond
Varelas, Konstantinos, El Hara, Ouassim Ait, Brockhoff, Dimo, Hansen, Nikolaus, Nguyen, Duc Manh, Tušar, Tea, Auger, Anne
Published in Applied soft computing (01.12.2020)
Published in Applied soft computing (01.12.2020)
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Journal Article
Articulating user preferences in many-objective problems by sampling the weighted hypervolume
Auger, Anne, Bader, Johannes, Brockhoff, Dimo, Zitzler, Eckart
Published in Genetic and Evolutionary Computation Conference (GECCO 2009) (08.07.2009)
Published in Genetic and Evolutionary Computation Conference (GECCO 2009) (08.07.2009)
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Conference Proceeding
Journal Article
A Comparative Study of Large-Scale Variants of CMA-ES
Varelas, Konstantinos, Auger, Anne, Brockhoff, Dimo, Hansen, Nikolaus, ElHara, Ouassim Ait, Semet, Yann, Kassab, Rami, Barbaresco, Frédéric
Published in Lecture notes in computer science
Published in Lecture notes in computer science
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Book Chapter
Conference Proceeding
Editorial
Brockhoff, Dimo, Knowles, Joshua, Naujoks, Boris, Sindhya, Karthik
Published in Computers & operations research (01.03.2017)
Published in Computers & operations research (01.03.2017)
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Journal Article
Editorial
Brockhoff, Dimo, Knowles, Joshua, Naujoks, Boris, Sindhya, Karthik
Published in Computers & operations research (01.03.2017)
Published in Computers & operations research (01.03.2017)
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Journal Article
Comparing Boundary Handling Techniques of CMA-ES on the bbob and sbox-cost Test Suites
Brockhoff, Dimo
Published in Proceedings of the Companion Conference on Genetic and Evolutionary Computation (15.07.2023)
Published in Proceedings of the Companion Conference on Genetic and Evolutionary Computation (15.07.2023)
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Conference Proceeding
2 Indicator-Based Multiobjective Search
Brockhoff, Dimo, Wagner, Tobias, Trautmann, Heike
Published in Evolutionary computation (01.09.2015)
Published in Evolutionary computation (01.09.2015)
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Journal Article